{"id":"https://openalex.org/W7170916877","doi":"https://doi.org/10.1109/ecai69016.2026.11613164","title":"A Drift-Aware Evaluation Framework for Rare-Event Prediction: Comparative Analysis of Gradient Boosting, Temporal Convolutional Networks, and Transformer Models","display_name":"A Drift-Aware Evaluation Framework for Rare-Event Prediction: Comparative Analysis of Gradient Boosting, Temporal Convolutional Networks, and Transformer Models","publication_year":2026,"publication_date":"2026-07-01","ids":{"openalex":"https://openalex.org/W7170916877","doi":"https://doi.org/10.1109/ecai69016.2026.11613164"},"language":null,"primary_location":{"id":"doi:10.1109/ecai69016.2026.11613164","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ecai69016.2026.11613164","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 18th International Conference on Electronics, Computers and Artificial Intelligence (ECAI)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5143593516","display_name":"P\u0131nar Ersoy","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"P\u0131nar Ersoy","raw_affiliation_strings":["Commencis"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Commencis","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5143604258","display_name":"Mustafa Er\u015fahin","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mustafa Er\u015fahin","raw_affiliation_strings":["Commencis"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Commencis","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":null,"topics":[],"keywords":[{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.4104999899864197},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.36480000615119934},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.28940001130104065},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.2630999982357025}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5884000062942505},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.46889999508857727},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41440001130104065},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.4104999899864197},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.36480000615119934},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.28940001130104065},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2655999958515167},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.2630999982357025},{"id":"https://openalex.org/C159877910","wikidata":"https://www.wikidata.org/wiki/Q2202883","display_name":"Autoregressive model","level":2,"score":0.2475000023841858},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.24279999732971191}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ecai69016.2026.11613164","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ecai69016.2026.11613164","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 18th International Conference on Electronics, Computers and Artificial Intelligence (ECAI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W1836465849","https://openalex.org/W1904826605","https://openalex.org/W1966716734","https://openalex.org/W1976526581","https://openalex.org/W2012942264","https://openalex.org/W2022775778","https://openalex.org/W2024046085","https://openalex.org/W2028138594","https://openalex.org/W2064675550","https://openalex.org/W2073241381","https://openalex.org/W2098824882","https://openalex.org/W2099419573","https://openalex.org/W2101234009","https://openalex.org/W2118978333","https://openalex.org/W2143991132","https://openalex.org/W2148143831","https://openalex.org/W2157331557","https://openalex.org/W2162651021","https://openalex.org/W2244109919","https://openalex.org/W2295598076","https://openalex.org/W2490420619","https://openalex.org/W2562319768","https://openalex.org/W2898017895","https://openalex.org/W2963351448","https://openalex.org/W2980994438","https://openalex.org/W3125937743","https://openalex.org/W3171884590","https://openalex.org/W3174086521","https://openalex.org/W3177318507","https://openalex.org/W3216660278","https://openalex.org/W4225471071","https://openalex.org/W4249116379","https://openalex.org/W4313439128","https://openalex.org/W4385245566","https://openalex.org/W4396773505","https://openalex.org/W4396863907","https://openalex.org/W4400837365","https://openalex.org/W4401732041","https://openalex.org/W4402557429","https://openalex.org/W4405430165","https://openalex.org/W4409695029","https://openalex.org/W4412813304","https://openalex.org/W4414217493","https://openalex.org/W4416334874","https://openalex.org/W7133186244"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-08-11T07:18:39.950985","created_date":"2026-07-25T00:00:00"}